Introduction
The idea was to check how various factors like how pricing and location would affect the ratings of restaurants in New York City. I had planned on dividing restaurants into different price categories and then check for each category how factors like location could affect the rating.
Data
I used the Google Maps API (Google Places) to retrieve the information. I searched for the types 'Restaurant' or 'Food' and had searched for separately for all five boroughs. I took the first 60 results for each search query.